Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:39 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.7405395463 |
| 1990-02-01 | 121.5913257395 |
| 1990-03-01 | 122.1187204497 |
| 1990-04-01 | 123.1959162227 |
| 1990-05-01 | 123.5049460393 |
| 1990-06-01 | 123.8982099747 |
| 1990-07-01 | 124.1601436660 |
| 1990-08-01 | 124.3354791920 |
| 1990-09-01 | 124.7469047154 |
| 1990-10-01 | 120.5671846915 |
| 1990-11-01 | 121.0955986059 |
| 1990-12-01 | 120.8124445476 |
| 1991-01-01 | 120.5844126513 |
| 1991-02-01 | 119.9823463595 |
| 1991-03-01 | 119.1981261191 |
| 1991-04-01 | 118.4277442949 |
| 1991-05-01 | 118.2126886010 |
| 1991-06-01 | 118.6938276546 |
| 1991-07-01 | 117.4635484490 |
| 1991-08-01 | 117.3085128881 |
| 1991-09-01 | 117.2772417074 |
| 1991-10-01 | 116.5658671028 |
| 1991-11-01 | 117.0724652366 |
| 1991-12-01 | 117.2883324666 |
| 1992-01-01 | 117.0588066500 |
| 1992-02-01 | 117.1028693710 |
| 1992-03-01 | 116.2153508835 |
| 1992-04-01 | 115.1644659800 |
| 1992-05-01 | 114.5474622998 |
| 1992-06-01 | 114.1366978119 |
| 1992-07-01 | 114.6312382314 |
| 1992-08-01 | 114.6512894834 |
| 1992-09-01 | 114.9536171725 |
| 1992-10-01 | 116.5535634284 |
| 1992-11-01 | 115.4859047605 |
| 1992-12-01 | 115.2287285679 |
| 1993-01-01 | 116.1804842120 |
| 1993-02-01 | 116.3427901160 |
| 1993-03-01 | 115.2618818094 |
| 1993-04-01 | 118.8765999446 |
| 1993-05-01 | 119.5575455925 |
| 1993-06-01 | 119.3863281518 |
| 1993-07-01 | 120.2182349922 |
| 1993-08-01 | 119.7299935352 |
| 1993-09-01 | 120.2695598969 |
| 1993-10-01 | 120.6882717517 |
| 1993-11-01 | 121.0431808025 |
| 1993-12-01 | 121.2306876630 |
| 1994-01-01 | 119.2283949104 |
| 1994-02-01 | 120.3137687252 |
| 1994-03-01 | 120.9895992857 |
| 1994-04-01 | 121.5802503221 |
| 1994-05-01 | 122.1592808369 |
| 1994-06-01 | 122.6916614106 |
| 1994-07-01 | 123.2860256499 |
| 1994-08-01 | 123.3713635660 |
| 1994-09-01 | 124.5439073046 |
| 1994-10-01 | 122.2386205747 |
| 1994-11-01 | 123.5411597801 |
| 1994-12-01 | 124.1963590303 |
| 1995-01-01 | 128.3197787741 |
| 1995-02-01 | 129.0930723836 |
| 1995-03-01 | 127.8673368550 |
| 1995-04-01 | 125.8506586309 |
| 1995-05-01 | 125.9756271562 |
| 1995-06-01 | 125.8692025109 |
| 1995-07-01 | 124.8295118142 |
| 1995-08-01 | 125.4538102161 |
| 1995-09-01 | 125.7815965331 |
| 1995-10-01 | 126.3520253694 |
| 1995-11-01 | 127.0663262510 |
| 1995-12-01 | 128.1759923331 |
| 1996-01-01 | 124.6197983647 |
| 1996-02-01 | 129.7170938960 |
| 1996-03-01 | 130.4018917088 |
| 1996-04-01 | 131.5585982844 |
| 1996-05-01 | 132.2331825687 |
| 1996-06-01 | 132.5291242409 |
| 1996-07-01 | 133.0975317799 |
| 1996-08-01 | 134.6122236920 |
| 1996-09-01 | 134.8359629408 |
| 1996-10-01 | 135.0471747604 |
| 1996-11-01 | 136.0229326406 |
| 1996-12-01 | 135.4513538438 |
| 1997-01-01 | 136.9226386238 |
| 1997-02-01 | 138.3580415449 |
| 1997-03-01 | 139.7647854471 |
| 1997-04-01 | 141.3203757249 |
| 1997-05-01 | 142.4151814207 |
| 1997-06-01 | 143.2706919140 |
| 1997-07-01 | 144.3909833340 |
| 1997-08-01 | 144.8607728522 |
| 1997-09-01 | 145.9468535042 |
| 1997-10-01 | 148.1355049838 |
| 1997-11-01 | 148.7917241157 |
| 1997-12-01 | 149.5339669508 |
| 1998-01-01 | 144.1518759050 |
| 1998-02-01 | 145.0749321997 |
| 1998-03-01 | 145.2949342157 |
| 1998-04-01 | 144.9139553952 |
| 1998-05-01 | 145.4418689956 |
| 1998-06-01 | 147.4134548745 |
| 1998-07-01 | 149.5930632122 |
| 1998-08-01 | 150.7098961076 |
| 1998-09-01 | 151.8892914106 |
| 1998-10-01 | 152.2830836464 |
| 1998-11-01 | 153.0949212432 |
| 1998-12-01 | 153.8554874891 |
| 1999-01-01 | 152.2405297588 |
| 1999-02-01 | 154.6783291446 |
| 1999-03-01 | 156.1110551749 |
| 1999-04-01 | 160.2685768307 |
| 1999-05-01 | 160.8024579913 |
| 1999-06-01 | 162.1434741534 |
| 1999-07-01 | 162.2409157277 |
| 1999-08-01 | 161.7671472350 |
| 1999-09-01 | 163.9603404523 |
| 1999-10-01 | 167.3331479001 |
| 1999-11-01 | 167.1780736915 |
| 1999-12-01 | 168.4003638243 |
| 2000-01-01 | 166.5274008900 |
| 2000-02-01 | 167.5703032977 |
| 2000-03-01 | 169.8413683809 |
| 2000-04-01 | 173.6385238808 |
| 2000-05-01 | 173.0281752653 |
| 2000-06-01 | 174.2600160203 |
| 2000-07-01 | 173.5837847690 |
| 2000-08-01 | 174.8513232016 |
| 2000-09-01 | 175.0593234699 |
| 2000-10-01 | 175.4939174860 |
| 2000-11-01 | 175.3398447639 |
| 2000-12-01 | 175.0718550342 |
| 2001-01-01 | 178.8771323989 |
| 2001-02-01 | 179.5542029548 |
| 2001-03-01 | 179.2504997088 |
| 2001-04-01 | 178.3480675808 |
| 2001-05-01 | 178.4214646035 |
| 2001-06-01 | 177.4078467532 |
| 2001-07-01 | 179.6400357709 |
| 2001-08-01 | 179.3819550199 |
| 2001-09-01 | 178.6477180348 |
| 2001-10-01 | 176.6988082850 |
| 2001-11-01 | 178.1280307080 |
| 2001-12-01 | 177.1008800975 |
| 2002-01-01 | 176.3614736942 |
| 2002-02-01 | 176.6575983607 |
| 2002-03-01 | 176.9521374897 |
| 2002-04-01 | 175.2339004190 |
| 2002-05-01 | 175.4322263160 |
| 2002-06-01 | 175.4439444199 |
| 2002-07-01 | 175.0188845520 |
| 2002-08-01 | 176.1989694998 |
| 2002-09-01 | 175.2036364549 |
| 2002-10-01 | 174.5111402569 |
| 2002-11-01 | 174.6891006713 |
| 2002-12-01 | 174.4095483890 |
| 2003-01-01 | 174.0707253920 |
| 2003-02-01 | 171.6493456841 |
| 2003-03-01 | 172.2683166978 |
| 2003-04-01 | 175.0213103493 |
| 2003-05-01 | 174.3326477740 |
| 2003-06-01 | 174.2374996361 |
| 2003-07-01 | 171.9879338125 |
| 2003-08-01 | 173.5864608285 |
| 2003-09-01 | 174.7854131235 |
| 2003-10-01 | 176.8208466623 |
| 2003-11-01 | 176.3927789036 |
| 2003-12-01 | 176.9206656744 |
| 2004-01-01 | 176.8664988785 |
| 2004-02-01 | 177.0421378611 |
| 2004-03-01 | 177.7667629342 |
| 2004-04-01 | 177.0506196657 |
| 2004-05-01 | 177.7073257917 |
| 2004-06-01 | 178.9957209726 |
| 2004-07-01 | 180.1566639784 |
| 2004-08-01 | 180.0922077500 |
| 2004-09-01 | 179.9856979894 |
| 2004-10-01 | 181.5337236100 |
| 2004-11-01 | 181.8618383702 |
| 2004-12-01 | 181.7826149325 |
| 2005-01-01 | 182.7914115186 |
| 2005-02-01 | 183.6266487259 |
| 2005-03-01 | 184.0800584444 |
| 2005-04-01 | 184.2431198931 |
| 2005-05-01 | 184.3937031202 |
| 2005-06-01 | 184.2634042944 |
| 2005-07-01 | 184.2758128099 |
| 2005-08-01 | 184.4925377222 |
| 2005-09-01 | 185.8320578893 |
| 2005-10-01 | 184.4677452008 |
| 2005-11-01 | 184.2990945399 |
| 2005-12-01 | 183.9142587040 |
| 2006-01-01 | 187.2172458711 |
| 2006-02-01 | 188.3944270087 |
| 2006-03-01 | 189.3590536207 |
| 2006-04-01 | 189.8498771499 |
| 2006-05-01 | 189.9771326557 |
| 2006-06-01 | 190.2224733391 |
| 2006-07-01 | 190.4594625684 |
| 2006-08-01 | 190.2855752379 |
| 2006-09-01 | 190.5817503956 |
| 2006-10-01 | 190.7224257012 |
| 2006-11-01 | 190.8194724022 |
| 2006-12-01 | 191.3918127012 |
| 2007-01-01 | 190.9988792660 |
| 2007-02-01 | 191.0361132236 |
| 2007-03-01 | 191.4178649696 |
| 2007-04-01 | 192.1538598146 |
| 2007-05-01 | 191.8839940621 |
| 2007-06-01 | 192.6058499636 |
| 2007-07-01 | 191.9013467361 |
| 2007-08-01 | 192.8831458759 |
| 2007-09-01 | 193.5739110890 |
| 2007-10-01 | 193.7211649972 |
| 2007-11-01 | 194.8151282967 |
| 2007-12-01 | 195.0973800483 |
| 2008-01-01 | 195.8969946444 |
| 2008-02-01 | 196.1549675051 |
| 2008-03-01 | 195.9462707040 |
| 2008-04-01 | 195.5676852799 |
| 2008-05-01 | 195.8846793041 |
| 2008-06-01 | 194.7551264498 |
| 2008-07-01 | 194.7900268452 |
| 2008-08-01 | 194.6391163926 |
| 2008-09-01 | 193.4981040649 |
| 2008-10-01 | 192.4092413781 |
| 2008-11-01 | 190.4404728369 |
| 2008-12-01 | 188.7940260016 |
| 2009-01-01 | 187.0741530753 |
| 2009-02-01 | 185.4463599176 |
| 2009-03-01 | 183.8586920879 |
| 2009-04-01 | 183.5810145441 |
| 2009-05-01 | 183.1541086644 |
| 2009-06-01 | 183.4086185088 |
| 2009-07-01 | 183.6178393274 |
| 2009-08-01 | 183.4232821075 |
| 2009-09-01 | 183.2914024487 |
| 2009-10-01 | 183.3392149570 |
| 2009-11-01 | 182.9089593183 |
| 2009-12-01 | 183.2324954015 |
| 2010-01-01 | 183.3877758228 |
| 2010-02-01 | 181.3407890707 |
| 2010-03-01 | 184.6394213472 |
| 2010-04-01 | 185.1091519613 |
| 2010-05-01 | 185.2301883065 |
| 2010-06-01 | 186.9501241659 |
| 2010-07-01 | 185.5780139154 |
| 2010-08-01 | 185.7385876688 |
| 2010-09-01 | 185.6662133751 |
| 2010-10-01 | 188.1992675645 |
| 2010-11-01 | 187.6959782807 |
| 2010-12-01 | 188.5480081019 |
| 2011-01-01 | 189.3277404578 |
| 2011-02-01 | 189.8389560428 |
| 2011-03-01 | 190.7311722969 |
| 2011-04-01 | 193.2498040957 |
| 2011-05-01 | 194.2415030172 |
| 2011-06-01 | 195.3369663069 |
| 2011-07-01 | 197.3632307608 |
| 2011-08-01 | 197.9492480082 |
| 2011-09-01 | 199.6951750625 |
| 2011-10-01 | 201.1980875678 |
| 2011-11-01 | 202.4318498352 |
| 2011-12-01 | 204.0419020905 |
| 2012-01-01 | 205.4303172361 |
| 2012-02-01 | 205.6026468622 |
| 2012-03-01 | 206.5261649394 |
| 2012-04-01 | 205.1728359343 |
| 2012-05-01 | 207.3215113485 |
| 2012-06-01 | 207.5002975740 |
| 2012-07-01 | 207.0536425384 |
| 2012-08-01 | 209.2018234598 |
| 2012-09-01 | 210.6364712941 |
| 2012-10-01 | 210.7231689481 |
| 2012-11-01 | 212.1027728020 |
| 2012-12-01 | 212.5593245937 |
| 2013-01-01 | 213.3087727723 |
| 2013-02-01 | 214.8974366013 |
| 2013-03-01 | 216.4784123533 |
| 2013-04-01 | 213.6813041147 |
| 2013-05-01 | 215.0398105714 |
| 2013-06-01 | 216.7052390119 |
| 2013-07-01 | 216.0148534063 |
| 2013-08-01 | 217.1672339272 |
| 2013-09-01 | 217.8070785750 |
| 2013-10-01 | 217.6206372125 |
| 2013-11-01 | 218.6271235828 |
| 2013-12-01 | 217.9313597736 |
| 2014-01-01 | 218.6969402674 |
| 2014-02-01 | 219.6529021725 |
| 2014-03-01 | 220.6313724311 |
| 2014-04-01 | 221.6139183670 |
| 2014-05-01 | 222.4962873488 |
| 2014-06-01 | 222.7585466795 |
| 2014-07-01 | 223.0077793409 |
| 2014-08-01 | 222.6332504388 |
| 2014-09-01 | 222.2761446330 |
| 2014-10-01 | 223.0069098058 |
| 2014-11-01 | 222.2485305281 |
| 2014-12-01 | 223.4605722267 |
| 2015-01-01 | 222.9832630543 |
| 2015-02-01 | 223.9359266723 |
| 2015-03-01 | 224.2059461774 |
| 2015-04-01 | 225.1761304038 |
| 2015-05-01 | 226.0408290526 |
| 2015-06-01 | 225.6460076480 |
| 2015-07-01 | 228.8024789650 |
| 2015-08-01 | 228.6318079594 |
| 2015-09-01 | 227.1299265695 |
| 2015-10-01 | 231.7151386225 |
| 2015-11-01 | 230.9732932476 |
| 2015-12-01 | 231.2461102695 |
| 2016-01-01 | 231.8091244041 |
| 2016-02-01 | 231.6461511267 |
| 2016-03-01 | 231.9018916939 |
| 2016-04-01 | 232.2390558447 |
| 2016-05-01 | 232.4484327993 |
| 2016-06-01 | 232.9563349687 |
| 2016-07-01 | 233.2441718963 |
| 2016-08-01 | 234.0656628155 |
| 2016-09-01 | 234.2806326447 |
| 2016-10-01 | 234.6879141595 |
| 2016-11-01 | 235.1485933047 |
| 2016-12-01 | 234.8298498082 |
| 2017-01-01 | 232.2716779622 |
| 2017-02-01 | 232.8734840754 |
| 2017-03-01 | 233.0993102353 |
| 2017-04-01 | 233.8287796034 |
| 2017-05-01 | 233.9210956634 |
| 2017-06-01 | 234.3558074338 |
| 2017-07-01 | 233.6118476032 |
| 2017-08-01 | 233.2809214181 |
| 2017-09-01 | 234.6082704973 |
| 2017-10-01 | 234.2845810446 |
| 2017-11-01 | 233.9411870601 |
| 2017-12-01 | 234.4461158187 |
| 2018-01-01 | 236.4476189951 |
| 2018-02-01 | 237.5141649637 |
| 2018-03-01 | 238.3274287819 |
| 2018-04-01 | 238.5285485875 |
| 2018-05-01 | 239.4326464028 |
| 2018-06-01 | 239.4863355650 |
| 2018-07-01 | 240.4227651594 |
| 2018-08-01 | 241.2935756829 |
| 2018-09-01 | 242.1006190150 |
| 2018-10-01 | 242.0397819596 |
| 2018-11-01 | 243.1649256395 |
| 2018-12-01 | 240.8647558996 |
| 2019-01-01 | 244.1650485023 |
| 2019-02-01 | 246.0033739706 |
| 2019-03-01 | 246.5492063003 |
| 2019-04-01 | 245.3322430545 |
| 2019-05-01 | 245.6516705720 |
| 2019-06-01 | 246.9074020865 |
| 2019-07-01 | 246.1941600533 |
| 2019-08-01 | 247.0549074073 |
| 2019-09-01 | 245.2609232327 |
| 2019-10-01 | 245.2203061366 |
| 2019-11-01 | 245.4893789596 |
| 2019-12-01 | 246.0089073339 |
| 2020-01-01 | 244.9630553143 |
| 2020-02-01 | 243.8601479464 |
| 2020-03-01 | 243.4294382334 |
| 2020-04-01 | 224.9164388653 |
| 2020-05-01 | 226.1074092220 |
| 2020-06-01 | 227.4496220294 |
| 2020-07-01 | 230.4801285160 |
| 2020-08-01 | 230.5969636295 |
| 2020-09-01 | 232.6360039014 |
| 2020-10-01 | 234.1984051626 |
| 2020-11-01 | 235.3179382270 |
| 2020-12-01 | 237.2258148250 |
| 2021-01-01 | 238.1259473114 |
| 2021-02-01 | 239.8404226838 |
| 2021-03-01 | 242.0845262761 |
| 2021-04-01 | 243.6008037822 |
| 2021-05-01 | 244.4343706795 |
| 2021-06-01 | 243.5379437466 |
| 2021-07-01 | 244.8089596106 |
| 2021-08-01 | 246.0278957993 |
| 2021-09-01 | 246.4994943396 |
| 2021-10-01 | 249.9609728928 |
| 2021-11-01 | 251.1371621277 |
| 2021-12-01 | 253.1494777292 |
| 2022-01-01 | 253.7485362828 |
| 2022-02-01 | 256.2113887427 |
| 2022-03-01 | 254.3786585764 |
| 2022-04-01 | 254.4958339494 |
| 2022-05-01 | 253.9364188727 |
| 2022-06-01 | 252.1299019789 |
| 2022-07-01 | 255.5361937023 |
| 2022-08-01 | 255.6795302909 |
| 2022-09-01 | 255.2771522009 |
| 2022-10-01 | 255.7020521484 |
| 2022-11-01 | 255.4205419219 |
| 2022-12-01 | 253.6438172047 |
| 2023-01-01 | 254.8286625114 |
| 2023-02-01 | 255.0876493745 |
| 2023-03-01 | 254.5346028450 |
| 2023-04-01 | 256.7540652718 |
| 2023-05-01 | 256.3601742667 |
| 2023-06-01 | 256.7813312560 |
| 2023-07-01 | 255.5772851632 |
| 2023-08-01 | 255.9992855592 |
| 2023-09-01 | 256.3042159439 |
| 2023-10-01 | 256.6819747714 |
| 2023-11-01 | 257.6785409048 |
| 2023-12-01 | 256.1284020101 |
| 2024-01-01 | 260.5786912028 |
| 2024-02-01 | 261.3477891308 |
| 2024-03-01 | 261.0164342882 |
| 2024-04-01 | 260.1725170899 |
| 2024-05-01 | 260.0569867760 |
| 2024-06-01 | 259.2064028112 |
| 2024-07-01 | 260.2641511922 |
| 2024-08-01 | 259.1937409553 |
| 2024-09-01 | 259.0506837965 |
| 2024-10-01 | 259.1399741588 |
| 2024-11-01 | 258.2366057510 |
| 2024-12-01 | 257.6430634386 |
| 2025-01-01 | 256.3207430006 |
| 2025-02-01 | 256.1823575843 |
| 2025-03-01 | 255.7797425252 |
| 2025-04-01 | 255.3672026880 |
| 2025-05-01 | 255.1198547157 |
| 2025-06-01 | 254.3274924530 |
| 2025-07-01 | 252.8408769705 |
| 2025-08-01 | 253.0101513639 |
| 2025-09-01 | 251.7763578042 |
| 2025-10-01 | 249.1252927596 |
| 2025-11-01 | 248.2521967721 |
| 2025-12-01 | 249.3908397718 |
| 2026-01-01 | 249.1102596676 |
| 2026-02-01 | 248.4366712493 |
| 2026-03-01 | 249.4750649195 |
| 2026-04-01 | 248.6785120905 |
| 2026-05-01 | 248.9559218562 |
| 2026-06-01 | 251.5701693346 |
| 2026-07-01 | 253.7198271037 |
| 2026-08-01 | 251.5650360009 |
| 2026-09-01 | 251.8269749072 |